[22530005] Cognitive Reasoning

[22530005] Cognitive Reasoning

• Upper-division:
  • Offered by Institute for AI and Yuanpei College (listed as 22530005, Cognitive Reasoning)
    • Junior or senior Tong class students, Yuanpei College, PKU
• Description: Understand the fundamental concepts of commonsense reasoning, being able to know and solve some challenging AI problems on commonsense reasoning. It provides an in-depth introduction to the knowledge related to visual commonsense reasoning with a focus on both theories and computational methods.
• Location: Peking University Main Campus
  • Monday 15:10-18:00 @ 三教305
• Credits: 3

Gradescope

• please refer to the gradescope page for details.
• Registration
• Joining the Course
  • Gradescope Course ID: TBD
  • Gradescope Entry Code: TBD

Contact Info

• Instructor: Yixin Zhu ([email protected]).
• 26 Fall TAs:
  • Zimo He ([email protected])
  • Yunhao Li ([email protected])
• Office Hours: Every Thursday 20:00-21:00 (except holidays) @ 北京通用人工智能研究院四层

References

• Yixin Zhu and Song-Chun Zhu, Cognitive Models for Visual Commonsense, Springer, ISBN: 9783031981067. PDF provided for this course only.
• Elizabeth S. Spelke, What Babies Know, Volume 1, Core Knowledge and Composition, Oxford Series in Cognitive Development, ISBN: 9780190618247
• Michael Tomasello, The Evolution of Agency: Behavioral Organization from Lizards to Humans, MIT Press, ISBN: 9780262047005
• Thomas L. Griffiths, Nick Chater and Joshua Tenenbaum, Bayesian Models of Cognition: Reverse Engineering the Mind, MIT Press, ISBN: 9780262049412
• Useful Computing Resources.
• 硅基流动.
• Oxford Library of Psychology.

Plagiarism

• please refer to the plagiarism page for details.

Errata/Typo

• please contact the instructor or TA

Acknowledgement

This course is made possible by a group of collaborators and students